1 /*
2 * Copyright (c) 2019-2020 Arm Limited.
3 *
4 * SPDX-License-Identifier: MIT
5 *
6 * Permission is hereby granted, free of charge, to any person obtaining a copy
7 * of this software and associated documentation files (the "Software"), to
8 * deal in the Software without restriction, including without limitation the
9 * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
10 * sell copies of the Software, and to permit persons to whom the Software is
11 * furnished to do so, subject to the following conditions:
12 *
13 * The above copyright notice and this permission notice shall be included in all
14 * copies or substantial portions of the Software.
15 *
16 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
17 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
18 * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
19 * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
20 * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
21 * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
22 * SOFTWARE.
23 */
24 #include "arm_compute/core/Types.h"
25 #include "arm_compute/runtime/CL/CLTensor.h"
26 #include "arm_compute/runtime/CL/CLTensorAllocator.h"
27 #include "arm_compute/runtime/CL/functions/CLSoftmaxLayer.h"
28 #include "tests/CL/CLAccessor.h"
29 #include "tests/PaddingCalculator.h"
30 #include "tests/datasets/ShapeDatasets.h"
31 #include "tests/framework/Asserts.h"
32 #include "tests/framework/Macros.h"
33 #include "tests/framework/datasets/Datasets.h"
34 #include "tests/validation/Validation.h"
35 #include "tests/validation/fixtures/SoftmaxLayerFixture.h"
36
37 namespace arm_compute
38 {
39 namespace test
40 {
41 namespace validation
42 {
43 namespace
44 {
45 /** Tolerance for float operations */
46 RelativeTolerance<half> tolerance_f16(half(0.2));
47 RelativeTolerance<float> tolerance_f32(0.001f);
48 } // namespace
49
50 TEST_SUITE(CL)
51 TEST_SUITE(LogSoftmaxLayer)
52
53 template <typename T>
54 using CLLogSoftmaxLayerFixture = SoftmaxValidationFixture<CLTensor, CLAccessor, CLLogSoftmaxLayer, T, true>;
55
56 TEST_SUITE(Float)
TEST_SUITE(FP16)57 TEST_SUITE(FP16)
58 FIXTURE_DATA_TEST_CASE(RunSmall, CLLogSoftmaxLayerFixture<half>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SoftmaxLayerSmallShapes(),
59 framework::dataset::make("DataType", DataType::F16)),
60 framework::dataset::make("Beta", { 1.0f, 2.0f })),
61 framework::dataset::make("Axis", { 0, -1 })))
62 {
63 // Validate output
64 validate(CLAccessor(_target), _reference, tolerance_f16);
65 }
66 FIXTURE_DATA_TEST_CASE(RunLarge, CLLogSoftmaxLayerFixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::SoftmaxLayerLargeShapes(),
67 framework::dataset::make("DataType", DataType::F16)),
68 framework::dataset::make("Beta", { 1.0f, 2.0f })),
69 framework::dataset::make("Axis", { 0 })))
70 {
71 // Validate output
72 validate(CLAccessor(_target), _reference, tolerance_f16);
73 }
74 FIXTURE_DATA_TEST_CASE(Run4D, CLLogSoftmaxLayerFixture<half>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::SoftmaxLayer4DShapes(),
75 framework::dataset::make("DataType", DataType::F16)),
76 framework::dataset::make("Beta", { 1.0f, 2.0f })),
77 framework::dataset::make("Axis", { 0, -3, 2 })))
78 {
79 // Validate output
80 validate(CLAccessor(_target), _reference, tolerance_f16);
81 }
82 TEST_SUITE_END() // FP16
83
TEST_SUITE(FP32)84 TEST_SUITE(FP32)
85 FIXTURE_DATA_TEST_CASE(RunSmall, CLLogSoftmaxLayerFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SoftmaxLayerSmallShapes(),
86 framework::dataset::make("DataType", DataType::F32)),
87 framework::dataset::make("Beta", { 1.0f, 2.0f })),
88 framework::dataset::make("Axis", { 0, 1 })))
89 {
90 // Validate output
91 validate(CLAccessor(_target), _reference, tolerance_f32);
92 }
93 FIXTURE_DATA_TEST_CASE(RunLarge, CLLogSoftmaxLayerFixture<float>, framework::DatasetMode::NIGHTLY, combine(combine(combine(datasets::SoftmaxLayerLargeShapes(),
94 framework::dataset::make("DataType", DataType::F32)),
95 framework::dataset::make("Beta", { 1.0f, 2.0f })),
96 framework::dataset::make("Axis", { 0 })))
97 {
98 // Validate output
99 validate(CLAccessor(_target), _reference, tolerance_f32);
100 }
101 FIXTURE_DATA_TEST_CASE(Run4D, CLLogSoftmaxLayerFixture<float>, framework::DatasetMode::ALL, combine(combine(combine(datasets::SoftmaxLayer4DShapes(),
102 framework::dataset::make("DataType", DataType::F32)),
103 framework::dataset::make("Beta", { 1.0f, 2.0f })),
104 framework::dataset::make("Axis", { 0, -4, 3 })))
105 {
106 // Validate output
107 validate(CLAccessor(_target), _reference, tolerance_f32);
108 }
109 TEST_SUITE_END() // FP32
110 TEST_SUITE_END() // Float
111 TEST_SUITE_END() // LogSoftmaxLayer
112 TEST_SUITE_END() // CL
113 } // namespace validation
114 } // namespace test
115 } // namespace arm_compute
116